<!DOCTYPE html>
<html>
<head>
    <meta charset="UTF-8">
    <title>ClickHouse Versions Benchmark</title>

    <link rel="preconnect" href="https://fonts.googleapis.com">
    <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
    <link rel="icon" href="">
    <link href="https://fonts.googleapis.com/css2?family=Inter&display=swap" rel="stylesheet">

    <style>
        :root {
            --color: black;
            --title-color: black;
            --background-color: white;

            --link-color: #08F;
            --link-hover-color: #F40;

            --selector-text-color: black;
            --selector-active-text-color: black;
            --selector-background-color: #EEE;
            --selector-active-background-color: #FFCB80;
            --selector-hover-text-color: black;
            --selector-hover-background-color: #FDB;

            --summary-every-other-row-color: #F8F8F8;
            --highlight-color: #EEE;
            --bar-color: #FFCB80;

            --tooltip-text-color: white;
            --tooltip-background-color: black;

            --nothing-selected-color: #CCC;
            --shadow-color: grey;
        }

        [data-theme="dark"] {
            --color: #CCC;
            --title-color: white;
            --background-color: #04293A;

            --link-color: #8CF;
            --link-hover-color: #FFF;

            --selector-text-color: white;
            --selector-background-color: #444;
            --selector-active-text-color: white;
            --selector-active-background-color: #088;
            --selector-hover-text-color: black;
            --selector-hover-background-color: white;

            --summary-every-other-row-color: #042e41;
            --highlight-color: #064663;
            --bar-color: #088;

            --tooltip-text-color: white;
            --tooltip-background-color: #444;

            --nothing-selected-color: #666;
            --shadow-color: black;
        }

        html, body {
            color: var(--color);
            background-color: var(--background-color);
            width: 100%;
            height: 100%;
            margin: 0;
            overflow: auto;
            box-sizing: border-box;
        }

        body {
            font-family: 'Inter', sans-serif;
            padding: 1% 3% 0 3%;
        }

        h1 {
            color: var(--title-color);
        }

        table {
             border-spacing: 1px;
        }

        .stick-left {
            position: sticky;
            left: 0px;
        }

        .selectors-container {
            padding: 2rem 0 2rem 0;
            user-select: none;
        }

        .selectors-container th {
            text-align: left;
            vertical-align: top;
            white-space: nowrap;
            padding-top: 0.5rem;
            padding-right: 1rem;
        }

        .selector {
            display: inline-block;
            margin-left: 0.1rem;
            padding: 0.2rem 0.5rem 0.2rem 0.5rem;
            background: var(--selector-background-color);
            color: var(--selector-text-color);
            border: 0.2rem solid var(--background-color);
            border-radius: 0.5rem;
        }

        .selector-active {
            color: var(--selector-active-text-color);
            background: var(--selector-active-background-color);
        }

        a, a:visited {
            text-decoration: none;
            color: var(--link-color);
            cursor: pointer;
        }

        a:hover {
            color: var(--link-hover-color);
        }

        .selector:hover {
            color: var(--selector-hover-text-color) !important;
            background: var(--selector-background-color);
        }

        .selector-active:hover {
            background: var(--selector-hover-background-color);
        }

        #summary tr:nth-child(odd) {
            background: var(--summary-every-other-row-color);
        }

        .summary-name {
            white-space: nowrap;
            text-align: right;
            padding-right: 1rem;
        }

        .summary-bar-cell {
            width: 100%;
        }

        .summary-bar {
            height: 1rem;
            background: var(--bar-color);
            border-radius: 0 0.2rem 0.2rem 0;
        }

        .summary-number {
            font-family: monospace;
            text-align: right;
            padding-left: 1rem;
            white-space: nowrap;
        }

        th {
            padding-bottom: 0.5rem;
        }

        .th-entry-hilite {
            background: var(--highlight-color);
            font-weight: bold;
        }

        .summary-row:hover, .summary-row-hilite {
            background: var(--highlight-color) !important;
            font-weight: bold;
        }

        #details {
            padding-bottom: 1rem;
        }

        #details th {
            vertical-align: bottom;
            white-space: pre;
        }

        #details td {
            white-space: pre;
            font-family: monospace;
            text-align: right;
            padding: 0.1rem 0.5rem 0.1rem 0.5rem;
        }

        .shadow:hover {
            box-shadow: 0 0 1rem var(--shadow-color);
            position: relative;
        }

        #nothing-selected {
            display: none;
            font-size: 32pt;
            font-weight: bold;
            color: var(--nothing-selected-color);
        }

        .note {
            position: relative;
            display: inline-block;
        }

        .tooltip {
            position: absolute;
            bottom: calc(100% + 0.5rem);
            visibility: hidden;
            background-color: var(--tooltip-background-color);
            color: var(--tooltip-text-color);
            box-shadow: 0 0 1rem var(--shadow-color);
            padding: 0.5rem 0.75rem;
            border-radius: 0.5rem;
            z-index: 1;
            text-align: left;
            white-space: normal;
        }

        .tooltip-result {
            left: calc(50% - 0.25rem);
            width: 20rem;
            margin-left: -10rem;
        }

        .tooltip-query {
            left: 0;
            width: 40rem;
            margin-left: -3rem;
        }

        .note:hover .tooltip {
            visibility: visible;
        }

        .tooltip::after {
            content: " ";
            position: absolute;
            top: 100%;
            border-width: 0.5rem;
            border-style: solid;
            border-color: var(--tooltip-background-color) transparent transparent transparent;
        }

        .tooltip-result::after {
            left: 50%;
            margin-left: -1rem;
        }

        .tooltip-query::after {
            left: 3rem;
            margin-left: 0.5rem;
        }

        .nowrap {
            text-wrap: none;
        }

        .themes {
            float: right;
            font-size: 200%;
            cursor: pointer;
        }

        #toggle-dark, #toggle-light {
            padding-right: 0.5rem;
            cursor: pointer;
        }

        #toggle-dark:hover, #toggle-light:hover {
            display: inline-block;
            transform: translate(1px, 1px);
            filter: brightness(125%);
        }

        .comments {
            font-size: 90%;
        }
    </style>
    <script type="text/javascript">

const queries = [

/// MgBench
"SELECT machine_name, MIN(cpu) AS cpu_min, MAX(cpu) AS cpu_max, AVG(cpu) AS cpu_avg, MIN(net_in) AS net_in_min, MAX(net_in) AS net_in_max, AVG(net_in) AS net_in_avg, MIN(net_out) AS net_out_min, MAX(net_out) AS net_out_max, AVG(net_out) AS net_out_avg FROM ( SELECT machine_name, ifNull(cpu_user, 0.0) AS cpu, ifNull(bytes_in, 0.0) AS net_in, ifNull(bytes_out, 0.0) AS net_out FROM mgbench.logs1 WHERE machine_name IN ('anansi','aragog','urd') AND log_time >= toDateTime('2017-01-11 00:00:00')) AS r GROUP BY machine_name;",
"SELECT machine_name, log_time FROM mgbench.logs1 WHERE (machine_name LIKE 'cslab%' OR machine_name LIKE 'mslab%') AND load_one IS NULL AND log_time >= toDateTime('2017-01-10 00:00:00') ORDER BY machine_name, log_time;",
"SELECT dt, hr, AVG(load_fifteen) AS load_fifteen_avg, AVG(load_five) AS load_five_avg, AVG(load_one) AS load_one_avg, AVG(mem_free) AS mem_free_avg, AVG(swap_free) AS swap_free_avg FROM ( SELECT CAST(log_time AS DATE) AS dt, toHour(log_time) AS hr, load_fifteen, load_five, load_one, mem_free, swap_free FROM mgbench.logs1 WHERE machine_name = 'babbage' AND load_fifteen IS NOT NULL AND load_five IS NOT NULL AND load_one IS NOT NULL AND mem_free IS NOT NULL AND swap_free IS NOT NULL AND log_time >= toDateTime('2017-01-01 00:00:00')) AS r GROUP BY dt, hr ORDER BY dt, hr;",
"SELECT machine_name, COUNT(*) AS spikes FROM mgbench.logs1 WHERE machine_group = 'Servers' AND cpu_wio > 0.99 AND log_time >= toDateTime('2016-12-01 00:00:00') AND log_time < toDateTime('2017-01-01 00:00:00') GROUP BY machine_name ORDER BY spikes DESC LIMIT 10;",
"SELECT machine_name, dt, MIN(mem_free) AS mem_free_min FROM ( SELECT machine_name, CAST(log_time AS DATE) AS dt, mem_free FROM mgbench.logs1 WHERE machine_group = 'DMZ' AND mem_free IS NOT NULL ) AS r GROUP BY machine_name, dt HAVING MIN(mem_free) < 10000 ORDER BY machine_name, dt;",
"SELECT dt, hr, SUM(net_in) AS net_in_sum, SUM(net_out) AS net_out_sum, SUM(net_in) + SUM(net_out) AS both_sum FROM ( SELECT CAST(log_time AS DATE) AS dt, toHour(log_time) AS hr, ifNull(bytes_in, 0.0) / 1000000000.0 AS net_in, ifNull(bytes_out, 0.0) / 1000000000.0 AS net_out FROM mgbench.logs1 WHERE machine_name IN ('allsorts','andes','bigred','blackjack','bonbon','cadbury','chiclets','cotton','crows','dove','fireball','hearts','huey','lindt','milkduds','milkyway','mnm','necco','nerds','orbit','peeps','poprocks','razzles','runts','smarties','smuggler','spree','stride','tootsie','trident','wrigley','york') ) AS r GROUP BY dt, hr ORDER BY both_sum DESC LIMIT 10;",
"SELECT * FROM mgbench.logs2 WHERE status_code >= 500 AND log_time >= toDateTime('2012-12-18 00:00:00') ORDER BY log_time;",
"SELECT * FROM mgbench.logs2 WHERE status_code >= 200 AND status_code < 300 AND request LIKE '%/etc/passwd%' AND log_time >= toDateTime('2012-05-06 00:00:00') AND log_time < toDateTime('2012-05-20 00:00:00');",
"SELECT top_level, AVG(length(request) - length(replaceOne(request, '/',''))) AS depth_avg FROM ( SELECT substring(request, 1, len) AS top_level, request FROM ( SELECT position('/', substring(request, 2)) AS len, request FROM mgbench.logs2 WHERE status_code >= 200 AND status_code < 300 AND log_time >= toDateTime('2012-12-01 00:00:00')) AS r WHERE len > 0 ) AS s WHERE top_level IN ('/about','/courses','/degrees','/events','/grad','/industry','/news','/people','/publications','/research','/teaching','/ugrad') GROUP BY top_level ORDER BY top_level;",
"SELECT client_ip, COUNT(*) AS num_requests FROM mgbench.logs2 WHERE log_time >= toDateTime('2012-10-01 00:00:00') GROUP BY client_ip HAVING COUNT(*) >= 100000 ORDER BY num_requests DESC;",
"SELECT dt, COUNT(DISTINCT client_ip) FROM ( SELECT CAST(log_time AS DATE) AS dt, client_ip FROM mgbench.logs2) AS r GROUP BY dt ORDER BY dt;",
"SELECT AVG(transfer) / 125000000.0 AS transfer_avg, MAX(transfer) / 125000000.0 AS transfer_max FROM ( SELECT log_time, SUM(object_size) AS transfer FROM mgbench.logs2 GROUP BY log_time) AS r;",
"SELECT * FROM mgbench.logs3 WHERE event_type = 'temperature' AND event_value <= 32.0 AND log_time >= '2019-11-29 17:00:00';",
"SELECT device_name, device_floor, COUNT(*) AS ct FROM mgbench.logs3 WHERE event_type = 'door_open' AND log_time >= '2019-06-01 00:00:00' GROUP BY device_name, device_floor ORDER BY ct DESC;",
"SELECT yr, mo, SUM(coffee_hourly_avg) AS coffee_monthly_sum, AVG(coffee_hourly_avg) AS coffee_monthly_avg, SUM(printer_hourly_avg) AS printer_monthly_sum, AVG(printer_hourly_avg) AS printer_monthly_avg, SUM(projector_hourly_avg) AS projector_monthly_sum, AVG(projector_hourly_avg) AS projector_monthly_avg, SUM(vending_hourly_avg) AS vending_monthly_sum, AVG(vending_hourly_avg) AS vending_monthly_avg FROM ( SELECT dt, yr, mo, hr, AVG(coffee) AS coffee_hourly_avg, AVG(printer) AS printer_hourly_avg, AVG(projector) AS projector_hourly_avg, AVG(vending) AS vending_hourly_avg FROM ( SELECT CAST(log_time AS DATE) AS dt, toYear(log_time) AS yr, EXTRACT(MONTH FROM log_time) AS mo, toHour(log_time) AS hr, CASE WHEN device_name LIKE 'coffee%' THEN event_value END AS coffee, CASE WHEN device_name LIKE 'printer%' THEN event_value END AS printer, CASE WHEN device_name LIKE 'projector%' THEN event_value END AS projector, CASE WHEN device_name LIKE 'vending%' THEN event_value END AS vending FROM mgbench.logs3 WHERE device_type = 'meter' ) AS r GROUP BY dt, yr, mo, hr ) AS s GROUP BY yr, mo ORDER BY yr, mo;",

/// SSB
"SELECT sum(LO_EXTENDEDPRICE * LO_DISCOUNT) AS revenue FROM lineorder_flat WHERE F_YEAR = 1993 AND LO_DISCOUNT BETWEEN 1 AND 3 AND LO_QUANTITY < 25;",
"SELECT sum(LO_EXTENDEDPRICE * LO_DISCOUNT) AS revenue FROM lineorder_flat WHERE toYYYYMM(LO_ORDERDATE) = 199401 AND LO_DISCOUNT BETWEEN 4 AND 6 AND LO_QUANTITY BETWEEN 26 AND 35;",
"SELECT sum(LO_EXTENDEDPRICE * LO_DISCOUNT) AS revenue FROM lineorder_flat WHERE toRelativeWeekNum(LO_ORDERDATE) - toRelativeWeekNum(toDate('1994-01-01')) = 6 AND F_YEAR = 1994 AND LO_DISCOUNT BETWEEN 5 AND 7 AND LO_QUANTITY BETWEEN 26 AND 35;",
"SELECT sum(LO_REVENUE), F_YEAR AS year, P_BRAND FROM lineorder_flat WHERE P_CATEGORY = 'MFGR#12' AND S_REGION = 'AMERICA' GROUP BY year, P_BRAND ORDER BY year, P_BRAND;",
"SELECT sum(LO_REVENUE), F_YEAR AS year, P_BRAND FROM lineorder_flat WHERE P_BRAND >= 'MFGR#2221' AND P_BRAND <= 'MFGR#2228' AND S_REGION = 'ASIA' GROUP BY year, P_BRAND ORDER BY year, P_BRAND;",
"SELECT sum(LO_REVENUE), F_YEAR AS year, P_BRAND FROM lineorder_flat WHERE P_BRAND = 'MFGR#2239' AND S_REGION = 'EUROPE' GROUP BY year, P_BRAND ORDER BY year, P_BRAND;",
"SELECT C_NATION, S_NATION, F_YEAR AS year, sum(LO_REVENUE) AS revenue FROM lineorder_flat WHERE C_REGION = 'ASIA' AND S_REGION = 'ASIA' AND year >= 1992 AND year <= 1997 GROUP BY C_NATION, S_NATION, year ORDER BY year ASC, revenue DESC;",
"SELECT C_CITY, S_CITY, F_YEAR AS year, sum(LO_REVENUE) AS revenue FROM lineorder_flat WHERE C_NATION = 'UNITED STATES' AND S_NATION = 'UNITED STATES' AND year >= 1992 AND year <= 1997 GROUP BY C_CITY, S_CITY, year ORDER BY year ASC, revenue DESC;",
"SELECT C_CITY, S_CITY, F_YEAR AS year, sum(LO_REVENUE) AS revenue FROM lineorder_flat WHERE (C_CITY = 'UNITED KI1' OR C_CITY = 'UNITED KI5') AND (S_CITY = 'UNITED KI1' OR S_CITY = 'UNITED KI5') AND year >= 1992 AND year <= 1997 GROUP BY C_CITY, S_CITY, year ORDER BY year ASC, revenue DESC;",
"SELECT C_CITY, S_CITY, F_YEAR AS year, sum(LO_REVENUE) AS revenue FROM lineorder_flat WHERE (C_CITY = 'UNITED KI1' OR C_CITY = 'UNITED KI5') AND (S_CITY = 'UNITED KI1' OR S_CITY = 'UNITED KI5') AND toYYYYMM(LO_ORDERDATE) = 199712 GROUP BY C_CITY, S_CITY, year ORDER BY year ASC, revenue DESC;",
"SELECT F_YEAR AS year, C_NATION, sum(LO_REVENUE - LO_SUPPLYCOST) AS profit FROM lineorder_flat WHERE C_REGION = 'AMERICA' AND S_REGION = 'AMERICA' AND (P_MFGR = 'MFGR#1' OR P_MFGR = 'MFGR#2') GROUP BY year, C_NATION ORDER BY year ASC, C_NATION ASC;",
"SELECT F_YEAR AS year, S_NATION, P_CATEGORY, sum(LO_REVENUE - LO_SUPPLYCOST) AS profit FROM lineorder_flat WHERE C_REGION = 'AMERICA' AND S_REGION = 'AMERICA' AND (year = 1997 OR year = 1998) AND (P_MFGR = 'MFGR#1' OR P_MFGR = 'MFGR#2') GROUP BY year, S_NATION, P_CATEGORY ORDER BY year ASC, S_NATION ASC, P_CATEGORY ASC;",
"SELECT F_YEAR AS year, S_CITY, P_BRAND, sum(LO_REVENUE - LO_SUPPLYCOST) AS profit FROM lineorder_flat WHERE S_NATION = 'UNITED STATES' AND (year = 1997 OR year = 1998) AND P_CATEGORY = 'MFGR#14' GROUP BY year, S_CITY, P_BRAND ORDER BY year ASC, S_CITY ASC, P_BRAND ASC;",

/// ClickBench
"SELECT count() FROM hits",
"SELECT count() FROM hits WHERE AdvEngineID != 0",
"SELECT sum(AdvEngineID), count(), avg(ResolutionWidth) FROM hits",
"SELECT sum(UserID) FROM hits",
"SELECT uniq(UserID) FROM hits",
"SELECT uniq(SearchPhrase) FROM hits",
"SELECT min(EventDate), max(EventDate) FROM hits",
"SELECT AdvEngineID, count() FROM hits WHERE AdvEngineID != 0 GROUP BY AdvEngineID ORDER BY count() DESC",
"SELECT RegionID, uniq(UserID) AS u FROM hits GROUP BY RegionID ORDER BY u DESC LIMIT 10",
"SELECT RegionID, sum(AdvEngineID), count() AS c, avg(ResolutionWidth), uniq(UserID) FROM hits GROUP BY RegionID ORDER BY c DESC LIMIT 10",
"SELECT MobilePhoneModel, uniq(UserID) AS u FROM hits WHERE MobilePhoneModel != '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10",
"SELECT MobilePhone, MobilePhoneModel, uniq(UserID) AS u FROM hits WHERE MobilePhoneModel != '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10",
"SELECT SearchPhrase, count() AS c FROM hits WHERE SearchPhrase != '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10",
"SELECT SearchPhrase, uniq(UserID) AS u FROM hits WHERE SearchPhrase != '' GROUP BY SearchPhrase ORDER BY u DESC LIMIT 10",
"SELECT SearchEngineID, SearchPhrase, count() AS c FROM hits WHERE SearchPhrase != '' GROUP BY SearchEngineID, SearchPhrase ORDER BY c DESC LIMIT 10",
"SELECT UserID, count() FROM hits GROUP BY UserID ORDER BY count() DESC LIMIT 10",
"SELECT UserID, SearchPhrase, count() FROM hits GROUP BY UserID, SearchPhrase ORDER BY count() DESC LIMIT 10",
"SELECT UserID, SearchPhrase, count() FROM hits GROUP BY UserID, SearchPhrase LIMIT 10",
"SELECT UserID, toMinute(EventTime) AS m, SearchPhrase, count() FROM hits GROUP BY UserID, m, SearchPhrase ORDER BY count() DESC LIMIT 10",
"SELECT UserID FROM hits WHERE UserID = 12345678901234567890",
"SELECT count() FROM hits WHERE URL LIKE '%metrika%'",
"SELECT SearchPhrase, any(URL), count() AS c FROM hits WHERE URL LIKE '%metrika%' AND SearchPhrase != '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10",
"SELECT SearchPhrase, any(URL), any(Title), count() AS c, uniq(UserID) FROM hits WHERE Title LIKE '%Яндекс%' AND URL NOT LIKE '%.yandex.%' AND SearchPhrase != '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10",
"SELECT * FROM hits WHERE URL LIKE '%metrika%' ORDER BY EventTime LIMIT 10",
"SELECT SearchPhrase FROM hits WHERE SearchPhrase != '' ORDER BY EventTime LIMIT 10",
"SELECT SearchPhrase FROM hits WHERE SearchPhrase != '' ORDER BY SearchPhrase LIMIT 10",
"SELECT SearchPhrase FROM hits WHERE SearchPhrase != '' ORDER BY EventTime, SearchPhrase LIMIT 10",
"SELECT CounterID, avg(length(URL)) AS l, count() AS c FROM hits WHERE URL != '' GROUP BY CounterID HAVING c > 100000 ORDER BY l DESC LIMIT 25",
"SELECT domainWithoutWWW(Referer) AS key, avg(length(Referer)) AS l, count() AS c, any(Referer) FROM hits WHERE Referer != '' GROUP BY key HAVING c > 100000 ORDER BY l DESC LIMIT 25",
"SELECT sum(ResolutionWidth), sum(ResolutionWidth + 1), sum(ResolutionWidth + 2), sum(ResolutionWidth + 3), sum(ResolutionWidth + 4), sum(ResolutionWidth + 5), sum(ResolutionWidth + 6), sum(ResolutionWidth + 7), sum(ResolutionWidth + 8), sum(ResolutionWidth + 9), sum(ResolutionWidth + 10), sum(ResolutionWidth + 11), sum(ResolutionWidth + 12), sum(ResolutionWidth + 13), sum(ResolutionWidth + 14), sum(ResolutionWidth + 15), sum(ResolutionWidth + 16), sum(ResolutionWidth + 17), sum(ResolutionWidth + 18), sum(ResolutionWidth + 19), sum(ResolutionWidth + 20), sum(ResolutionWidth + 21), sum(ResolutionWidth + 22), sum(ResolutionWidth + 23), sum(ResolutionWidth + 24), sum(ResolutionWidth + 25), sum(ResolutionWidth + 26), sum(ResolutionWidth + 27), sum(ResolutionWidth + 28), sum(ResolutionWidth + 29), sum(ResolutionWidth + 30), sum(ResolutionWidth + 31), sum(ResolutionWidth + 32), sum(ResolutionWidth + 33), sum(ResolutionWidth + 34), sum(ResolutionWidth + 35), sum(ResolutionWidth + 36), sum(ResolutionWidth + 37), sum(ResolutionWidth + 38), sum(ResolutionWidth + 39), sum(ResolutionWidth + 40), sum(ResolutionWidth + 41), sum(ResolutionWidth + 42), sum(ResolutionWidth + 43), sum(ResolutionWidth + 44), sum(ResolutionWidth + 45), sum(ResolutionWidth + 46), sum(ResolutionWidth + 47), sum(ResolutionWidth + 48), sum(ResolutionWidth + 49), sum(ResolutionWidth + 50), sum(ResolutionWidth + 51), sum(ResolutionWidth + 52), sum(ResolutionWidth + 53), sum(ResolutionWidth + 54), sum(ResolutionWidth + 55), sum(ResolutionWidth + 56), sum(ResolutionWidth + 57), sum(ResolutionWidth + 58), sum(ResolutionWidth + 59), sum(ResolutionWidth + 60), sum(ResolutionWidth + 61), sum(ResolutionWidth + 62), sum(ResolutionWidth + 63), sum(ResolutionWidth + 64), sum(ResolutionWidth + 65), sum(ResolutionWidth + 66), sum(ResolutionWidth + 67), sum(ResolutionWidth + 68), sum(ResolutionWidth + 69), sum(ResolutionWidth + 70), sum(ResolutionWidth + 71), sum(ResolutionWidth + 72), sum(ResolutionWidth + 73), sum(ResolutionWidth + 74), sum(ResolutionWidth + 75), sum(ResolutionWidth + 76), sum(ResolutionWidth + 77), sum(ResolutionWidth + 78), sum(ResolutionWidth + 79), sum(ResolutionWidth + 80), sum(ResolutionWidth + 81), sum(ResolutionWidth + 82), sum(ResolutionWidth + 83), sum(ResolutionWidth + 84), sum(ResolutionWidth + 85), sum(ResolutionWidth + 86), sum(ResolutionWidth + 87), sum(ResolutionWidth + 88), sum(ResolutionWidth + 89) FROM hits",
"SELECT SearchEngineID, ClientIP, count() AS c, sum(Refresh), avg(ResolutionWidth) FROM hits WHERE SearchPhrase != '' GROUP BY SearchEngineID, ClientIP ORDER BY c DESC LIMIT 10",
"SELECT WatchID, ClientIP, count() AS c, sum(Refresh), avg(ResolutionWidth) FROM hits WHERE SearchPhrase != '' GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10",
"SELECT WatchID, ClientIP, count() AS c, sum(Refresh), avg(ResolutionWidth) FROM hits GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10",
"SELECT URL, count() AS c FROM hits GROUP BY URL ORDER BY c DESC LIMIT 10",
"SELECT 1, URL, count() AS c FROM hits GROUP BY 1, URL ORDER BY c DESC LIMIT 10",
"SELECT ClientIP AS x, x - 1, x - 2, x - 3, count() AS c FROM hits GROUP BY x, x - 1, x - 2, x - 3 ORDER BY c DESC LIMIT 10",
"SELECT URL, count() AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-31') AND NOT DontCountHits AND NOT Refresh AND notEmpty(URL) GROUP BY URL ORDER BY PageViews DESC LIMIT 10",
"SELECT Title, count() AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-31') AND NOT DontCountHits AND NOT Refresh AND notEmpty(Title) GROUP BY Title ORDER BY PageViews DESC LIMIT 10",
"SELECT URL, count() AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-31') AND NOT Refresh AND IsLink AND NOT IsDownload GROUP BY URL ORDER BY PageViews DESC LIMIT 1000",
"SELECT TraficSourceID, SearchEngineID, AdvEngineID, ((SearchEngineID = 0 AND AdvEngineID = 0) ? Referer : '') AS Src, URL AS Dst, count() AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-31') AND NOT Refresh GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 1000",
"SELECT URLHash, EventDate, count() AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-31') AND NOT Refresh AND TraficSourceID IN (-1, 6) AND RefererHash = halfMD5('http://yandex.ru/') GROUP BY URLHash, EventDate ORDER BY PageViews DESC LIMIT 100",
"SELECT WindowClientWidth, WindowClientHeight, count() AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-31') AND NOT Refresh AND NOT DontCountHits AND URLHash = halfMD5('http://yandex.ru/') GROUP BY WindowClientWidth, WindowClientHeight ORDER BY PageViews DESC LIMIT 10000;",
"SELECT toStartOfMinute(EventTime) AS Minute, count() AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= toDate('2013-07-01') AND EventDate <= toDate('2013-07-02') AND NOT Refresh AND NOT DontCountHits GROUP BY Minute ORDER BY Minute;",

/// NY Taxi
"SELECT cab_type, count(*) FROM trips GROUP BY cab_type;",
"SELECT passenger_count, avg(total_amount) FROM trips GROUP BY passenger_count;",
"SELECT passenger_count, toYear(pickup_date) AS year, count(*) FROM trips GROUP BY passenger_count, year;",
"SELECT passenger_count, toYear(pickup_date) AS year, round(trip_distance) AS distance, count(*) FROM trips GROUP BY passenger_count, year, distance ORDER BY year, count(*) DESC;",

];

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,{"version":"25.9.5.21","actual_version":"25.9.5.21","result":[[0.038,0.009,0.009,0.079,0.009],[0.016,0.006,0.005,0.004,0.004],[0.056,0.018,0.012,0.038,0.012],[0.024,0.013,0.011,0.027,0.011],[0.059,0.035,0.035,0.05,0.032],[0.04,0.025,0.02,0.039,0.02],[0.023,0.004,0.005,0.004,0.005],[0.034,0.009,0.006,0.007,0.009],[0.071,0.005,0.005,0.031,0.005],[0.064,0.038,0.035,0.037,0.036],[0.169,0.119,0.138,0.136,0.112],[0.52,0.298,0.294,0.321,0.284],[0.036,0.004,0.004,0.004,0.005],[0.02,0.01,0.01,0.013,0.011],[0.445,0.354,0.35,0.351,0.301],[0.226,0.072,0.069,0.07,0.069],[0.173,0.076,0.075,0.066,0.05],[0.133,0.07,0.064,0.062,0.059],[0.059,0.031,0.032,0.06,0.036],[0.166,0.028,0.029,0.026,0.029],[0.138,0.018,0.019,0.018,0.018],[0.155,0.137,0.129,0.127,0.136],[1.164,0.096,0.095,0.103,0.095],[1.548,0.063,0.065,0.06,0.058],[0.147,0.03,0.046,0.047,0.047],[0.113,0.072,0.074,0.096,0.086],[0.07,0.031,0.031,0.031,0.031],[0.075,0.022,0.022,0.022,0.023],[0.002,0.002,0.002,0.002,0.002],[0.021,0.008,0.008,0.007,0.007],[0.04,0.021,0.021,0.042,0.021],[0.135,0.03,0.028,0.028,0.028],[0.186,0.094,0.095,0.091,0.109],[0.264,0.199,0.217,0.2,0.215],[0.003,0.003,0.003,0.023,0.003],[0.015,0.013,0.012,0.011,0.01],[0.366,0.293,0.303,0.293,0.289],[0.395,0.328,0.338,0.339,0.334],[0.154,0.101,0.114,0.115,0.099],[0.195,0.119,0.117,0.118,0.119],[0.486,0.361,0.359,0.348,0.346],[0.614,0.507,0.493,0.499,0.513],[0.491,0.418,0.423,0.411,0.413],[0.392,0.244,0.262,0.231,0.261],[1.331,1.176,1.102,1.14,1.119],[0.809,0.764,0.793,0.743,0.799],[2.488,2.307,2.117,2.198,2.296],[0.094,0.002,0.002,0.002,0.002],[2.742,0.032,0.029,0.031,0.037],[3.294,0.021,0.021,0.048,0.023],[6.655,1.436,1.411,1.428,1.396],[0.715,0.576,0.554,0.545,0.637],[0.307,0.159,0.161,0.167,0.161],[0.195,0.13,0.124,0.121,0.123],[0.326,0.161,0.156,0.161,0.155],[2.78,0.587,0.58,0.607,0.572],[2.227,0.82,0.788,0.802,0.812],[0.054,0.037,0.037,0.819,0.033],[0.482,0.331,0.335,0.323,0.303],[1.267,0.503,0.474,0.425,0.443],[2.945,2.055,1.941,2.166,2.188],[3.359,1.683,1.64,1.63,1.644],[3.349,1.613,1.627,1.647,1.664],[0.248,0.173,0.177,0.207,0.183],[0.074,0.057,0.058,0.056,0.05],[0.057,0.046,0.044,0.042,0.036],[0.051,0.029,0.028,0.023,0.024],[0.129,0.083,0.092,0.072,0.08],[0.021,0.005,0.005,0.005,0.005],[0.02,0.005,0.005,0.005,0.005],[0.011,0.004,0.004,0.004,0.004],[0.533,0.423,0.425,0.423,0.425],[15.148,1.755,1.695,1.71,1.739],[2.184,1.478,1.478,1.466,1.474],[18.37,4.739,4.702,4.721,4.678]],"source":"results/25.9.5.21.json"}
]; // end of data

    </script>
</head>
<body>

<div class="header stick-left">
    <span class="nowrap themes"><span id="toggle-dark">🌚</span><span id="toggle-light">🌞</span></span>
    <h1>ClickHouse Versions Benchmark</h1>
    <a href="https://github.com/ClickHouse/ClickBench/">Source</a> | <a href="https://github.com/ClickHouse/ClickBench/">Report Mistake</a> | <a href="https://benchmark.clickhouse.com/">Benchmark For Analytical DBMS</a> | <a href="https://benchmark.clickhouse.com/hardware">Hardware Benchmark</a>
</div>

<table class="selectors-container stick-left">
    <tr>
        <th>Version: </th>
        <td id="selectors_version">
            <a id="select-all-versions" class="selector selector-active">All</a>
        </td>
    </tr>
    <tr>
        <th>Metric: </th>
        <td id="selectors_run">
            <a class="selector" id="selector-metric-cold">Cold Run</a>
            <a class="selector" id="selector-metric-hot">Hot Run</a>
        </td>
    </tr>
</table>

<table class="stick-left comparison">
    <thead>
        <tr>
            <th class="summary-name">
                version
            </th>
            <th colspan="2">
                Relative time (lower is better)
            </th>
        </tr>
    </thead>
    <tbody id="summary">
    </tbody>
</table>

<div id="nothing-selected" class="stick-left">Nothing selected</div>

<div class="stick-left comparison">
    <h2>Detailed Comparison</h2>
</div>

<table id="details">
    <thead>
        <tr id="details_head">
        </tr>
    </thead>
    <tbody id="details_body">
    </tbody>
</table>

<div class="comments">
<p>This includes a combination of three benchmarks: MgBench, Star Schema Benchmark, New York Taxi Rides Benchmark and ClickBench.</p>
<p>Hardware used to run tests: x86_64 AWS m5.8xlarge Ubuntu 20.04.</p>
<p>In 23.7 sparse columns feature is enabled by default. Tables were populated again to utilize sparse columns.</p>
<p>Old versions had no support of these features/syntax: toISOWeek, SUBSTRING, EXTRACT, WITH. Queries were changed. All version runs use same queries.</p>
<p>Star Schema Benchmark Patrick O'Neil, Elizabeth (Betty) O'Neil and Xuedong Chen. "The Star Schema Benchmark," Online Publication of Database Generation program., January 2007. <a href="http://www.cs.umb.edu/~poneil/StarSchemaB.pdf">http://www.cs.umb.edu/~poneil/StarSchemaB.pdf</a></p>
<p>Summary of the 1.1 Billion Taxi Rides Benchmarks, Mark Litwintschik<a href="https://tech.marksblogg.com/benchmarks.html">https://tech.marksblogg.com/benchmarks.html</a> </p>
</div>

<script type="text/javascript">

const constant_time_add = 0.01;
const missing_result_penalty = 2;
const missing_result_time = 300;

let selectors = {
    "version": {},
    "metric": "hot",
    "queries": [],
};

let theme = 'light';

function setTheme(new_theme) {
    theme = new_theme;
    document.documentElement.setAttribute('data-theme', theme);
    window.localStorage.setItem('theme', theme);
    render();
}

document.getElementById('toggle-light').addEventListener('click', e => setTheme('light'));
document.getElementById('toggle-dark').addEventListener('click', e => setTheme('dark'));

let new_theme = window.localStorage.getItem('theme');
if (new_theme && new_theme != theme) {
    setTheme(new_theme);
}

/// Generate selectors

let versions = document.getElementById('selectors_version');

let unique_versions = [... new Set(data.map(elem => elem.version))].sort();

function toggle(e, elem, selectors_map) {
    selectors_map[elem] = !selectors_map[elem];
    e.target.className = selectors_map[elem] ? 'selector selector-active' : 'selector';
    render();
    updateHistory();
}

function toggleAll(e, selectors_map) {
    const new_value = Object.keys(selectors_map).filter(k => selectors_map[k]).length * 2 < Object.keys(selectors_map).length;
    [...e.target.parentElement.querySelectorAll('a')].map(
        elem => { elem.className = new_value ? 'selector selector-active' : 'selector' });

    Object.keys(selectors_map).map(k => { selectors_map[k] = new_value });
    render();
    updateHistory();
}

unique_versions.map(elem => {
    let selector = document.createElement('a');
    selector.className = 'selector selector-active';
    selector.appendChild(document.createTextNode(elem));
    versions.appendChild(selector);
    if (!(elem in selectors.version)) { selectors.version[elem] = data.some(entry => entry.version == elem && !entry.hide); }
    selector.addEventListener('click', e => toggle(e, elem, selectors.version));

    /// Highlighting summary rows and table columns on hovering over the version selector.
    selector.addEventListener('mouseover', e => {
        [...document.querySelectorAll('.summary-row')].map(row => {
            row.className = row.dataset.version == elem ? 'summary-row summary-row-hilite' : 'summary-row' });
        [...document.querySelectorAll('.th-entry')].map(th => {
            th.className = th.dataset.version == elem ? 'th-entry th-entry-hilite' : 'th-entry' });
    });
    selector.addEventListener('mouseout', e => {
        [...document.querySelectorAll('.summary-row')].map(row => { row.className = 'summary-row' });
        [...document.querySelectorAll('.th-entry')].map(row => { row.className = 'th-entry' });
    });
});

document.getElementById('select-all-versions').addEventListener('click', e => toggleAll(e, selectors.version));

[...document.getElementById('selectors_run').querySelectorAll('a')].map(elem => elem.addEventListener('click', e => {
    [...e.target.parentElement.querySelectorAll('a')].map(elem => { elem.className = elem == e.target ? 'selector selector-active' : 'selector' });
}));

document.getElementById('selector-metric-cold').addEventListener('click', e => { selectors.metric = 'cold'; render(); updateHistory(); });
document.getElementById('selector-metric-hot').addEventListener('click', e => { selectors.metric = 'hot'; render(); updateHistory(); });

selectors.queries = [...data[0].result.keys()].map(k => true);

function updateSelectors() {
    [...versions.childNodes].map(elem => { elem.className = selectors.version[elem.innerText] ? 'selector selector-active' : 'selector' });

    [...document.getElementById('selectors_run').querySelectorAll('a')].map(elem => {
        elem.className = elem.id == 'selector-metric-' + selectors.metric ? 'selector selector-active' : 'selector' });

    [...document.querySelectorAll('.query-checkbox')].map((elem, i) => { elem.checked = selectors.queries[i] });
}

function clearElement(elem)
{
    while (elem.firstChild) {
        elem.removeChild(elem.lastChild);
    }
}

function selectRun(timings) {
    return selectors.metric == 'cold' ? timings[0] : (timings[1] !== null && timings[2] !== null ? Math.min(timings[1], timings[2]) : null)
}

function addNote(text) {
    let note = document.createElement('sup');
    note.className = 'note';
    note.appendChild(document.createTextNode('†'));

    let tooltip = document.createElement('span');
    tooltip.className = 'tooltip tooltip-result';
    tooltip.appendChild(document.createTextNode(text));

    note.appendChild(tooltip);
    return note;
}

function renderSummary(filtered_data) {
    let table = document.getElementById('summary');
    clearElement(table);

    /// Generate summary

    /// The algorithm: for each of the queries,
    /// - if there is a result - take query duration, add 10 ms, and divide it to the corresponding value from the baseline,
    /// - if there is no result - take the worse query duration across all query runs for this version and multiply by 2.
    /// Take geometric mean across the queries.

    let summary = {};

    const num_queries = filtered_data[0].result.length;

    const baseline_data = [...filtered_data[0].result.keys()].map(query_num =>
        [...Array(3).keys()].map(run_num =>
            Math.min(...filtered_data.filter(elem => !elem.fake).map(elem => elem.result[query_num][run_num]).filter(x => x != null))));

    let summaries = filtered_data.map(elem => {
        const fallback_timing = missing_result_penalty * Math.max(missing_result_time, ...elem.result.map(timings => selectRun(timings)));

        let accumulator = 0;
        let used_queries = 0;

        const no_queries_selected = selectors.queries.filter(x => x).length == 0;

        for (let i = 0; i < num_queries; ++i) {
            if (no_queries_selected || selectors.queries[i]) {
                const curr_timing = selectRun(elem.result[i]) ?? fallback_timing;
                const baseline_timing = selectRun(baseline_data[i]);
                const ratio = (constant_time_add + curr_timing) / (constant_time_add + baseline_timing);
                accumulator += Math.log(ratio);
                ++used_queries;
            }
        }

        return Math.exp(accumulator / used_queries);
    });

    const sorted_indices = [...summaries.keys()].sort((a, b) => summaries[a] - summaries[b]);
    const max_ratio = summaries[sorted_indices[sorted_indices.length - 1]];

    sorted_indices.map(idx => {
        const elem = filtered_data[idx];

        let tr = document.createElement('tr');
        tr.className = 'summary-row';

        tr.dataset.version = elem.version;

        let td_name = document.createElement('td');
        td_name.className = 'summary-name';

        if (!elem.fake) {
            let link = document.createElement('a');
            link.appendChild(document.createTextNode(`${elem.version}`));
            link.href = "https://github.com/ClickHouse/ClickBench/blob/main/versions/" + elem.source;
            td_name.appendChild(link);
        } else {
            td_name.appendChild(document.createTextNode(elem.version));
        }

        if (elem.comment) { td_name.appendChild(addNote(elem.comment)); }
        td_name.appendChild(document.createTextNode(': '));

        const ratio = summaries[idx];
        const percentage = summaries[idx] / max_ratio * 100;

        let td_number = document.createElement('td');
        td_number.className = 'summary-number';

        const text = `×${ratio.toFixed(2)}`;

        td_number.appendChild(document.createTextNode(text));

        let td_bar = document.createElement('td');
        td_bar.className = 'summary-bar-cell';

        let bar = document.createElement('div');

        bar.className = `summary-bar`;
        bar.style.width = `${percentage}%`;

        td_bar.appendChild(bar);

        tr.appendChild(td_name);
        tr.appendChild(td_bar);
        tr.appendChild(td_number);
        table.appendChild(tr);
    });

    return [sorted_indices, baseline_data];
}

function colorize(elem, ratio) {
    let [r, g, b] = [0, 0, 0];

    /// ratio less than 1 - green
    /// ratio from 1 to 1.1 - green to yellow
    /// ratio from 1.1 to 3 - yellow to red
    /// ratio from 3 to 10 to infinity - red to brown to black

    /// Note: we are using RGB space without proper gamma correction. Read more: https://www.handprint.com/HP/WCL/color1.html

    if (ratio !== null) {
        if (ratio < 1) {
            r = 232;
            g = 255;
            b = 232;
        } else if (ratio <= 1) {
            g = 255;
        } else if (ratio <= 1.1) {
            g = 255;
            r = (ratio - 1) / 0.1 * 255;
        } else if (ratio <= 3) {
            g = (3 - ratio) / 1.9 * 255;
            r = 255;
        } else {
            r = (1 - ((ratio - 3) / ((ratio - 3) + 10))) * 255;
        }
    }

    if (document.documentElement.getAttribute('data-theme') == 'dark') {
        r /= 1.5;
        g /= 1.5;
        b /= 1.5;
    }

    elem.style.backgroundColor = `rgb(${r}, ${g}, ${b})`;
    if (ratio === null || ratio > 10) {
        /// This will look better on dark backgrounds
        elem.style.color = 'white';
    } else {
        elem.style.color = 'black';
    }

    /// The best result is highlighted
    if (ratio == 1) {
        elem.style.fontWeight = 'bold';
    }
}

function render() {
    let details_head = document.getElementById('details_head');
    let details_body = document.getElementById('details_body');

    clearElement(details_head);
    clearElement(details_body);

    let filtered_data = data.filter(elem =>
        selectors.version[elem.version]);

    let nothing_selected_elem = document.getElementById('nothing-selected');
    if (filtered_data.length == 0) {
        nothing_selected_elem.style.display = 'block';
        [...document.querySelectorAll('.comparison')].map(e => e.style.display = 'none');
        return;
    }
    nothing_selected_elem.style.display = 'none';
    [...document.querySelectorAll('.comparison')].map(e => e.style.display = 'block');

    let [sorted_indices, baseline_data] = renderSummary(filtered_data);
    sorted_indices = sorted_indices.filter(idx => !filtered_data[idx].fake);

    /// Generate details

    /// Global checkbox
    {
        let th_checkbox = document.createElement('th');
        let checkbox = document.createElement('input');
        checkbox.type = 'checkbox';
        checkbox.checked = true;
        checkbox.addEventListener('change', e => {
            [...document.querySelectorAll('.query-checkbox')].map(elem => { elem.checked = e.target.checked });
            selectors.queries.map((_, i) => { selectors.queries[i] = e.target.checked });
            renderSummary(filtered_data);
            updateHistory();
        });
        th_checkbox.appendChild(checkbox);
        details_head.appendChild(th_checkbox);
        details_head.appendChild(document.createElement('th'));
    }

    /// Table header
    sorted_indices.map(idx => {
        const elem = filtered_data[idx];
        let th = document.createElement('th');
        th.appendChild(document.createTextNode(`${elem.version}`));
        th.className = 'th-entry';
        th.dataset.version = elem.version;
        details_head.appendChild(th);
    });

    /// Query runtimes
    const num_queries = filtered_data[0].result.length;

    for (let query_num = 0; query_num < num_queries; ++query_num) {
        let tr = document.createElement('tr');
        tr.className = 'shadow';

        let td_checkbox = document.createElement('td');
        let checkbox = document.createElement('input');
        checkbox.type = 'checkbox';
        checkbox.className = 'query-checkbox';
        checkbox.checked = selectors.queries[query_num];
        checkbox.addEventListener('change', e => {
            selectors.queries[query_num] = e.target.checked;
            renderSummary(filtered_data);
            updateHistory();
        });
        td_checkbox.appendChild(checkbox);
        tr.appendChild(td_checkbox);

        let td_query_num = document.createElement('td');
        td_query_num.className = 'note';
        td_query_num.appendChild(document.createTextNode(`Q${query_num}. `));

        let tooltip = document.createElement('span');
        tooltip.className = 'tooltip tooltip-query';
        tooltip.appendChild(document.createTextNode(`Query ${query_num}: ${queries[query_num]}`));
        td_query_num.appendChild(tooltip);

        tr.appendChild(td_query_num);

        sorted_indices.map(idx => {
            const curr_timing = selectRun(filtered_data[idx].result[query_num]);
            const baseline_timing = selectRun(baseline_data[query_num]);
            const ratio = curr_timing !== null ? (constant_time_add + curr_timing) / (constant_time_add + baseline_timing) : null;

            let td = document.createElement('td');
            td.appendChild(document.createTextNode(curr_timing !== null ? `${curr_timing.toFixed(2)}s (×${ratio.toFixed(2)})` : '☠'));

            colorize(td, ratio);
            tr.appendChild(td);
        });

        details_body.appendChild(tr);
    }
}

function updateHistory() {
    history.pushState(selectors, '',
        window.location.pathname + (window.location.search || '') + '#' + btoa(JSON.stringify(selectors)));
}

window.onpopstate = function(event) {
    if (!event.state) { return; }
    selectors = event.state;
    render();
    updateSelectors();
};

if (window.location.hash) {
    try {
        selectors = JSON.parse(atob(window.location.hash.substring(1)));
    } catch {}
}

render();
updateSelectors();

</script>
</body>
</html>
